{"id":"https://openalex.org/W2139263764","doi":"https://doi.org/10.2308/isys-10167","title":"Data Mining of Electronic Mail and Auditing: A Research Agenda","display_name":"Data Mining of Electronic Mail and Auditing: A Research Agenda","publication_year":2011,"publication_date":"2011-11-01","ids":{"openalex":"https://openalex.org/W2139263764","doi":"https://doi.org/10.2308/isys-10167","mag":"2139263764"},"language":"en","primary_location":{"id":"doi:10.2308/isys-10167","is_oa":false,"landing_page_url":"https://doi.org/10.2308/isys-10167","pdf_url":null,"source":{"id":"https://openalex.org/S82262387","display_name":"Journal of Information Systems","issn_l":"0888-7985","issn":["0888-7985","1558-7959"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316290","host_organization_name":"American Accounting Association","host_organization_lineage":["https://openalex.org/P4310316290"],"host_organization_lineage_names":["American Accounting Association"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063194122","display_name":"Roger Debreceny","orcid":"https://orcid.org/0000-0002-1526-4899"},"institutions":[{"id":"https://openalex.org/I117965899","display_name":"University of Hawai\u02bbi at M\u0101noa","ror":"https://ror.org/01wspgy28","country_code":"US","type":"education","lineage":["https://openalex.org/I117965899"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Roger S. Debreceny","raw_affiliation_strings":["University of Hawai'i at M\u0101noa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Hawai'i at M\u0101noa","institution_ids":["https://openalex.org/I117965899"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062356029","display_name":"Glen L. Gray","orcid":"https://orcid.org/0000-0002-0929-3124"},"institutions":[{"id":"https://openalex.org/I157638225","display_name":"California State University, Northridge","ror":"https://ror.org/005f5hv41","country_code":"US","type":"education","lineage":["https://openalex.org/I157638225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Glen L. Gray","raw_affiliation_strings":["California State University, Northridge"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"California State University, Northridge","institution_ids":["https://openalex.org/I157638225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.0565,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.93138516,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"25","issue":"2","first_page":"195","last_page":"226"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12607","display_name":"Personal Information Management and User Behavior","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/communication-source","display_name":"Communication source","score":0.7650279402732849},{"id":"https://openalex.org/keywords/audit","display_name":"Audit","score":0.7201341986656189},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5906147956848145},{"id":"https://openalex.org/keywords/corporation","display_name":"Corporation","score":0.5282313823699951},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5109016299247742},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.4873217046260834},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.47840508818626404},{"id":"https://openalex.org/keywords/download","display_name":"Download","score":0.46383699774742126},{"id":"https://openalex.org/keywords/electronic-mail","display_name":"Electronic mail","score":0.4411625266075134},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4233208894729614},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.41398006677627563},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.33178436756134033},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2328013777732849},{"id":"https://openalex.org/keywords/accounting","display_name":"Accounting","score":0.20440298318862915}],"concepts":[{"id":"https://openalex.org/C198104137","wikidata":"https://www.wikidata.org/wiki/Q974688","display_name":"Communication source","level":2,"score":0.7650279402732849},{"id":"https://openalex.org/C199521495","wikidata":"https://www.wikidata.org/wiki/Q181487","display_name":"Audit","level":2,"score":0.7201341986656189},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5906147956848145},{"id":"https://openalex.org/C2778348171","wikidata":"https://www.wikidata.org/wiki/Q167037","display_name":"Corporation","level":2,"score":0.5282313823699951},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5109016299247742},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.4873217046260834},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.47840508818626404},{"id":"https://openalex.org/C2780154274","wikidata":"https://www.wikidata.org/wiki/Q7126717","display_name":"Download","level":2,"score":0.46383699774742126},{"id":"https://openalex.org/C3020028006","wikidata":"https://www.wikidata.org/wiki/Q9158","display_name":"Electronic mail","level":2,"score":0.4411625266075134},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4233208894729614},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.41398006677627563},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.33178436756134033},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2328013777732849},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.20440298318862915},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2308/isys-10167","is_oa":false,"landing_page_url":"https://doi.org/10.2308/isys-10167","pdf_url":null,"source":{"id":"https://openalex.org/S82262387","display_name":"Journal of Information Systems","issn_l":"0888-7985","issn":["0888-7985","1558-7959"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316290","host_organization_name":"American Accounting Association","host_organization_lineage":["https://openalex.org/P4310316290"],"host_organization_lineage_names":["American Accounting Association"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":124,"referenced_works":["https://openalex.org/W12082266","https://openalex.org/W67155661","https://openalex.org/W68896595","https://openalex.org/W120700570","https://openalex.org/W131429837","https://openalex.org/W155995321","https://openalex.org/W418716421","https://openalex.org/W569919227","https://openalex.org/W1489952530","https://openalex.org/W1503025338","https://openalex.org/W1517509400","https://openalex.org/W1528597731","https://openalex.org/W1545924273","https://openalex.org/W1546650522","https://openalex.org/W1573579329","https://openalex.org/W1601553142","https://openalex.org/W1603920809","https://openalex.org/W1637598910","https://openalex.org/W1880262756","https://openalex.org/W1965170530","https://openalex.org/W1965283757","https://openalex.org/W1967370444","https://openalex.org/W1970936941","https://openalex.org/W1976040938","https://openalex.org/W1982742589","https://openalex.org/W1982889956","https://openalex.org/W1983018303","https://openalex.org/W1989270575","https://openalex.org/W1990302601","https://openalex.org/W1993032259","https://openalex.org/W1995821226","https://openalex.org/W2001525452","https://openalex.org/W2002203419","https://openalex.org/W2005219594","https://openalex.org/W2006775240","https://openalex.org/W2007807439","https://openalex.org/W2011434790","https://openalex.org/W2012557827","https://openalex.org/W2012727006","https://openalex.org/W2013958419","https://openalex.org/W2015174807","https://openalex.org/W2015682191","https://openalex.org/W2023016123","https://openalex.org/W2023554435","https://openalex.org/W2025223482","https://openalex.org/W2026732414","https://openalex.org/W2027313955","https://openalex.org/W2028243078","https://openalex.org/W2032958446","https://openalex.org/W2034670913","https://openalex.org/W2035716223","https://openalex.org/W2037802158","https://openalex.org/W2043304263","https://openalex.org/W2043976122","https://openalex.org/W2044002869","https://openalex.org/W2046579704","https://openalex.org/W2046691749","https://openalex.org/W2049278713","https://openalex.org/W2050871728","https://openalex.org/W2052279574","https://openalex.org/W2052317167","https://openalex.org/W2060181055","https://openalex.org/W2060408918","https://openalex.org/W2066344929","https://openalex.org/W2066807331","https://openalex.org/W2069078812","https://openalex.org/W2069101931","https://openalex.org/W2071496623","https://openalex.org/W2073422092","https://openalex.org/W2078251464","https://openalex.org/W2084591134","https://openalex.org/W2084953413","https://openalex.org/W2085509246","https://openalex.org/W2086383614","https://openalex.org/W2088460104","https://openalex.org/W2092475127","https://openalex.org/W2093543952","https://openalex.org/W2109782117","https://openalex.org/W2112056172","https://openalex.org/W2118020653","https://openalex.org/W2123407642","https://openalex.org/W2123950356","https://openalex.org/W2124060239","https://openalex.org/W2127800791","https://openalex.org/W2132051379","https://openalex.org/W2132545781","https://openalex.org/W2133801508","https://openalex.org/W2139593428","https://openalex.org/W2140124448","https://openalex.org/W2140507670","https://openalex.org/W2142276227","https://openalex.org/W2143491972","https://openalex.org/W2145264407","https://openalex.org/W2145859036","https://openalex.org/W2147031008","https://openalex.org/W2149019354","https://openalex.org/W2152245018","https://openalex.org/W2165403841","https://openalex.org/W2165979968","https://openalex.org/W2167482691","https://openalex.org/W2171881921","https://openalex.org/W2183439906","https://openalex.org/W2407192161","https://openalex.org/W2498710261","https://openalex.org/W2601057296","https://openalex.org/W3021946977","https://openalex.org/W3121664510","https://openalex.org/W3121892093","https://openalex.org/W3123587166","https://openalex.org/W3123962813","https://openalex.org/W3125511759","https://openalex.org/W3151491250","https://openalex.org/W4211085311","https://openalex.org/W4231510805","https://openalex.org/W4238353373","https://openalex.org/W4238430687","https://openalex.org/W4285719527","https://openalex.org/W6605299692","https://openalex.org/W6614515186","https://openalex.org/W6634264458","https://openalex.org/W6639619044","https://openalex.org/W6685221449","https://openalex.org/W6686107285","https://openalex.org/W6806696092"],"related_works":["https://openalex.org/W2993833576","https://openalex.org/W2776877297","https://openalex.org/W2127920220","https://openalex.org/W3125718803","https://openalex.org/W2347674884","https://openalex.org/W3119288169","https://openalex.org/W2945097178","https://openalex.org/W1995891224","https://openalex.org/W4320855289","https://openalex.org/W4387006175"],"abstract_inverted_index":{"ABSTRACT":[0],"A":[1],"potentially":[2],"important":[3],"form":[4],"of":[5,18,44,49,75,79,91,99,109],"audit":[6],"evidence":[7],"is":[8],"corporate":[9],"email,":[10],"which":[11],"includes":[12],"the":[13,37,73,82,95],"background,":[14],"intent,":[15],"and":[16,32,40,58,61,94,112],"outcome":[17],"managerial":[19],"actions.":[20],"Emails":[21],"are":[22],"semi-structured":[23],"data,":[24],"with":[25],"known":[26],"fields":[27],"for":[28],"sender,":[29],"recipient,":[30],"subject,":[31],"date,":[33],"as":[34,36],"well":[35],"email":[38],"body":[39],"attachments.":[41],"Data":[42],"mining":[43,66],"emails":[45,80],"(DME)":[46],"combines":[47],"understanding":[48],"social":[50],"networks,":[51],"textual":[52],"analysis":[53],"using":[54],"natural":[55],"language":[56],"processing":[57],"other":[59],"techniques,":[60,93],"domain":[62],"knowledge.":[63],"Email":[64],"data":[65],"research":[67,110,113],"received":[68],"a":[69,76,107],"considerable":[70],"boost":[71],"by":[72,101],"availability":[74],"large":[77],"archive":[78],"from":[81],"now-defunct":[83],"Enron":[84],"Corporation.":[85],"The":[86,103],"paper":[87,104],"provides":[88],"an":[89],"overview":[90],"DME":[92,100],"potential":[96],"expanded":[97],"applications":[98],"auditors.":[102],"also":[105],"discusses":[106],"set":[108],"areas":[111],"opportunities.":[114]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
